gender bias

The difficult problem of understanding the relation between bias in language models and human biases

Artificial Intelligence (AI) is a technology that is here to stay. In many aspects of daily life, one interacts with AI algorithms in one way or another. These algorithms range from search engines like Google, that present search results in a way that hopefully is optimal to you, to health apps that aim to support your healthy living habits.

How do I know if my language model is gender-biased?

The language model (LM) is an essential building block of current AI systems dealing with natural language, and has proven to be useful in tasks as diverse as sentiment analysis, text generation, translations, and summarizing.